{"id":"W4407946388","doi":"10.70962/jhi.20250001","title":"Human immunity","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Howard Hughes Medical Institute","keywords":"Immunity; Medicine; Immunology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009650578,0.0005491035,0.0005644533,0.0005373166,0.0005648666,0.002104625,0.0006810874,0.001425562,0.08899016],"category_scores_gemma":[0.001913935,0.0001749549,0.0004260689,0.0003019644,0.0006224058,0.000736914,0.001557068,0.00147524,0.03052228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777863,"about_ca_system_score_gemma":0.0009328497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000272749,"about_ca_topic_score_gemma":0.0002449761,"domain_scores_codex":[0.999023,0.0003094281,0.00004808509,0.0001755479,0.0002724811,0.0001714683],"domain_scores_gemma":[0.9992505,0.0001202694,0.00007245578,0.00013153,0.0002120464,0.000213294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000379522,0.0002085989,0.004126237,0.00161253,0.0001110669,0.0007292261,0.0005148542,0.0002287158,0.04044921,0.04647913,0.3802144,0.5249465],"study_design_scores_gemma":[0.00003328949,0.0001691918,0.002241657,0.0002027618,0.0000146837,0.0008888604,0.0001120818,0.00006360342,0.002023195,0.004365169,0.9898764,0.000009031041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03002292,0.2292609,0.01140013,0.04407739,0.01948771,0.0004341462,0.005096938,0.001664877,0.6585551],"genre_scores_gemma":[0.4398899,0.1099852,0.01018788,0.03455578,0.01168811,0.0005837182,0.006899516,0.0002615143,0.3859484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08899016,"threshold_uncertainty_score":0.2977017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823358558835649,"score_gpt":0.2926426837453083,"score_spread":0.2744090981569518,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}